import pandas as pd
import cufflinks as cf
import plotly as py
import plotly.graph_objs as go
import statsmodels.api as sm
import patsy
from sklearn.ensemble import RandomForestClassifier
from sklearn import cross_validation
import numpy as np
from sklearn import tree
py.offline.init_notebook_mode()
cf.set_config_file(offline=True)